hand_dapg
Robotic control algorithm
Develops reinforcement learning-based control algorithms for complex robotic tasks like dexterous hand manipulation.
Repository to accompany RSS 2018 paper on dexterous hand manipulation
234 stars
7 watching
31 forks
Language: Python
last commit: over 3 years agoimitation-learningmujoco-environmentsreinforcement-learningroboticssimulation
Related projects:
| Repository | Description | Stars |
|---|---|---|
| Develops control algorithms for humanoid robots using Simulink-based whole-body controllers | 125 | |
| An implementation of a deep reinforcement learning method for robotic manipulation | 940 | |
| This project enables humans to control robots using hand gestures by tracking skeletal points and translating them into robot movements or actions. | 72 | |
| An implementation of a reinforcement learning algorithm using multi-branch architecture and Deep Deterministic Policy Gradients (DDPG) to control autonomous vehicles in simulation environments. | 81 | |
| Research code for detecting robotic grasps using deep learning algorithms | 42 | |
| Controls movement of a robotic arm with inverse kinematics | 57 | |
| A C++ library and Python bindings for solving motion planning and decision making problems in robotics. | 217 | |
| An implementation of reinforcement learning algorithms for continuous control tasks using deep neural networks. | 307 | |
| Develops and tests a reinforcement learning-based control system for non-linear valve models using Deep Deterministic Policy-Gradient algorithm | 80 | |
| A collection of robotics datasets and simulated environments for training reinforcement learning algorithms on real robot hardware | 17 | |
| Provides ROS messages and tools for controlling and programming a robotic arm | 8 | |
| A Python library to control and interface with various motor systems on Raspberry Pi boards. | 316 | |
| Multi-agent consensus control in Robotarium platform using various rendezvous and bearing-only algorithms. | 47 | |
| A collection of MATLAB codes for simulating and controlling robots, focusing on planning, dynamics, and control | 364 | |
| An open-source project that models and controls a 4-degree-of-freedom robotic arm using MATLAB | 76 |